traj

Clustering of Functional Data Based on Measures of Change

CRAN Package

Implements a three-step procedure in the spirit of Leffondre et al. (2004) to identify clusters of individual longitudinal trajectories. The procedure involves (1) computing a number of "measures of change" capturing various features of the trajectories; (2) using a Principal Component Analysis based dimension reduction algorithm to select a subset of measures and (3) using the k-medoids or k-means algorithm to identify clusters of trajectories.

  • Version2.2.1
  • R versionR (≥ 2.10)
  • LicenseMIT
  • Needs compilation?No
  • Last release02/01/2025

Documentation


Team


Insights

Last 30 days

This package has been downloaded 584 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 21 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
32 downloadsMar 5, 2025
22 downloadsMar 6, 2025
13 downloadsMar 7, 2025
7 downloadsMar 8, 2025
8 downloadsMar 9, 2025
15 downloadsMar 10, 2025
23 downloadsMar 11, 2025
22 downloadsMar 12, 2025
29 downloadsMar 13, 2025
17 downloadsMar 14, 2025
26 downloadsMar 15, 2025
12 downloadsMar 16, 2025
11 downloadsMar 17, 2025
18 downloadsMar 18, 2025
23 downloadsMar 19, 2025
29 downloadsMar 20, 2025
21 downloadsMar 21, 2025
20 downloadsMar 22, 2025
11 downloadsMar 23, 2025
31 downloadsMar 24, 2025
9 downloadsMar 25, 2025
27 downloadsMar 26, 2025
22 downloadsMar 27, 2025
39 downloadsMar 28, 2025
1 downloadsMar 29, 2025
8 downloadsMar 30, 2025
8 downloadsMar 31, 2025
35 downloadsApr 1, 2025
24 downloadsApr 2, 2025
21 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 5,923 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Feb 05, 2025 with 66 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports2 packages
  • Suggests3 packages